System and method for automatic filter generation using sampled sinc function with windowed smoothing

ABSTRACT

Methods and systems for processing a plurality of pixels, in a video system, are disclosed. Aspects of the method may comprise acquiring scaling factors associated with a plurality of output pixels and generating filter coefficients during the generation of the output pixels. The filter coefficients may be utilized to filter a plurality of pixels to produce the plurality of output pixels. The filter coefficient may be generated on the fly utilizing a windowed sinc function corresponding to the scaling factors. The sine function may be sampled according to the needed number of filter taps to determine the filter coefficients.

RELATED APPLICATIONS

This patent application makes reference to, claims priority to andclaims benefit from U.S. Provisional Patent Application Ser. No.60/573,523, entitled “System and Method for Automatic Filter GenerationUsing Sampled SINC Function with Windowed Smoothing,” filed on May 21,2004, the complete subject matter of which is hereby incorporated hereinby reference, in its entirety.

This application is related to the following applications, each of whichis incorporated herein by reference in its entirety for all purposes:

-   U.S. patent application Ser. No. 11/000,731 filed Dec. 1, 2004;-   U.S. patent application Ser. No. 10/963,677 filed Oct. 13, 2004;-   U.S. patent application Ser. No. 10/985,501 filed Nov. 10, 2004;-   U.S. patent application Ser. No. 11/112,632 filed Apr. 22, 2005;-   U.S. patent application Ser. No. 10/985,110 filed Nov. 10, 2004;-   U.S. patent application Ser. No. 10/965,172 filed Oct. 13, 2004;-   U.S. patent application Ser. No. 10/972,931 filed Oct. 25, 2004;-   U.S. patent application Ser. No. 10/974,179 filed Oct. 27, 2004;-   U.S. patent application Ser. No. 10/974,872 filed Oct. 27, 2004;-   U.S. patent application Ser. No. 10/970,923 filed Oct. 21, 2004;-   U.S. patent application Ser. No. 10/963,680 filed Oct. 13, 2004;-   U.S. patent application Ser. No. 11/102,389 filed Apr. 8, 2005;-   U.S. patent application Ser. No. 11/135,929 filed May 23, 2005; and-   U.S. patent application Ser. No. 11/000,676 filed Dec. 1, 2004;

FEDERALLY SPONSORED RESEARCH OR DEVELOPMENT

[Not Applicable]

MICROFICHE/COPYRIGHT REFERENCE

[Not Applicable]

BACKGROUND OF THE INVENTION

After an elementary video stream is decoded within a video decoder, thedecoded video stream may be post-processed by a display engine andsubsequently communicated to a video display, for example. As part ofthe post-processing functionality of a display engine, a decoded videosignal may be scaled in a vertical and/or in a horizontal direction.Scaling may be utilized within the display engine to change thehorizontal to vertical pixel ratio, for example, so that the decodedvideo signal may be conformed to the horizontal to vertical pixel ratioof the video display.

In a conventional image scaler with a scaling ratio of M:N, a poly-phasefilter may be utilized to generate N number of output pixels from Mnumber of input pixels. The value N may be used to determine the numberof possible phases for a given output pixel, as well as the type offilter that may be used to achieve a scaling ratio of M:N. A p-tapfilter, for example, may indicate that p number of filter inputs may beutilized to generate a single filter output. During conventional scalingof a video signal, the number of possible phases for a given outputpixel may be calculated on the fly. In addition, determining which inputpixels may be used to generate each output pixel may also be achieved onthe fly. In this way, conventional scaling may require significantimplementation complexity, and may lead to calculation of inaccuratephase values due to a finite arithmetic precision when calculations aremade on the fly.

Further limitations and disadvantages of conventional and traditionalapproaches will become apparent to one of skill in the art, throughcomparison of such systems with some aspects of the present invention asset forth in the remainder of the present application with reference tothe drawings.

BRIEF SUMMARY OF THE INVENTION

Aspects of the present invention may be seen in a system and method thatprocess a plurality of pixels. The method may comprise acquiring ascaling factor associated with a plurality of output pixels andgenerating filter coefficients that correspond to the plurality ofoutput pixels during the generation of the plurality of output pixels.Generating the filter coefficients may comprise generating a sinefunction corresponding to the scaling factor; windowing the generatedsinc function; and sampling the windowed sine function according to anumber of taps associated with the plurality of output pixels.

The method may further comprise generating the plurality of outputpixels utilizing the plurality of pixels and filtering the plurality ofpixels utilizing the generated filter coefficients.

In an embodiment of the present invention, the plurality of pixels maycomprise video data.

The system may comprise at least one processor capable of performing themethod that processes a plurality of pixels.

These and other features and advantages of the present invention may beappreciated from a review of the following detailed description of thepresent invention, along with the accompanying figures in which likereference numerals refer to like parts throughout.

BRIEF DESCRIPTION OF SEVERAL VIEWS OF THE DRAWINGS

FIG. 1 illustrates a block diagram of an exemplary video decoder, inaccordance with an embodiment of the present invention.

FIG. 2A illustrates a block diagram of an exemplary M-tap filter thatmay be utilized within a scaler in a video decoder, in accordance withan embodiment of the present invention.

FIG. 2B illustrates a block diagram of an exemplary 5-tap filter adaptedto filter replicated input pixels, in accordance with an embodiment ofthe invention.

FIG. 2C illustrates a block diagram of an exemplary 5-tap filter adaptedto filter mirrored input pixels, in accordance with an embodiment of theinvention.

FIG. 2D illustrates a block diagram of exemplary output pixel generationfor 1:2 scaling ratio utilizing a 5-tap filter, in accordance with anembodiment of the invention.

FIG. 3A illustrates an exemplary filter coefficient table that may beutilized in accordance with an embodiment of the present invention.

FIG. 3B illustrates an exemplary 2:3 scaling, in accordance with anembodiment of the present invention.

FIG. 3C illustrates an exemplary increment value table that may beutilized in accordance with an embodiment of the present invention.

FIG. 4A illustrates a flow diagram of an exemplary method for processinga plurality of pixels, in accordance with an embodiment of the presentinvention.

FIG. 4B illustrates a flow diagram of an exemplary method for generatingfilter coefficients, in accordance with an embodiment of the presentinvention.

FIG. 5 illustrates a block diagram of an exemplary video signalprocessing system that may be utilized in accordance with an embodimentof the invention.

FIG. 6 illustrates an exemplary computer system, in accordance with anembodiment of the present invention.

DETAILED DESCRIPTION OF THE INVENTION

Aspects of the present invention generally relate to a method and systemfor processing an encoded video stream. More specifically, the presentinvention relates to reducing image scaling complexity by utilizing anincrement value table and a filter coefficient table. The incrementvalue table and filter coefficient table may be generated on the flybased on the scaling factor and the number of taps needed. While thefollowing discusses the method and system in association with one videostandard, it should be understood that such techniques as discussed heremay be slightly modified, if necessary, to accommodate data encodedusing any of the available and future standards.

For example, a p-tap filter may be used to generate one output pixelfrom a p number of input pixels during scaling. An increment value maybe utilized to select the p number of input pixels. The selected inputpixels may be insufficient for the p-tap to generate an output pixel. Inthis case, one or more input pixels may be mirrored and/or replicated sothat the p-tap filter may use a total of p number of input pixels togenerate one output pixel. The filter coefficients may then be utilizedto calculate the p-tap filter output from the selected p number of inputpixels. The increment value table and the filter coefficient table maychange each time the scaling ratio changes. In this way, if a scalingratio changes during scaling, the increment value table and the filtercoefficient table may be updated.

A video stream may be encoded using an encoding scheme such as theencoder described by U.S. patent application Ser. No. 10/963,677 filedOct. 13, 2004 entitled “Video Decoder with Deblocker within DecodingLoop.” Accordingly, U.S. patent application Ser. No. 10/963,677 filedOct. 13, 2004 is hereby incorporated herein by reference in itsentirety.

FIG. 1 illustrates a block diagram of an exemplary video decoder 100, inaccordance with an embodiment of the present invention. The videodecoder 100 may comprise a code buffer 105, a symbol interpreter 115, acontext memory block 110, a CPU 114, a spatial predictor 120, an inversescanner, quantizer, and transformer (ISQDCT) 125, a motion compensator130, a reconstructor 135, a deblocker 140, a picture buffer 150, and adisplay engine 145. U.S. patent application Ser. No. 10/963,677 filedOct. 13, 2004, more fully discloses a video decoder with a deblockerwithin a decoding loop.

The code buffer 105 may comprise suitable circuitry, logic and/or codeand may be adapted to receive and buffer the video elementary stream 104prior to interpreting it by the symbol interpreter 115. The videoelementary stream 104 may be encoded in a binary format using CABAC orCAVLC, for example. Depending on the encoding method, the code buffer105 may be adapted to output different lengths of the elementary videostream as may be required by the symbol interpreter 115. The code buffer105 may comprise a portion of a memory system such as, for example, adynamic random access memory (DRAM).

The symbol interpreter 115 may comprise suitable circuitry, logic and/orcode and may be adapted to interpret the elementary video stream 104 toobtain quantized frequency coefficients information and additional sideinformation necessary for decoding the elementary video stream 104. Thesymbol interpreter 115 may also be adapted to interpret either CABAC orCAVLC encoded video stream, for example. In an embodiment of the presentinvention, the symbol interpreter 115 may comprise a CAVLC decoder and aCABAC decoder. Quantized frequency coefficients 163 may be communicatedto the ISQDCT 125, and the side information 161 and 165 may becommunicated to the motion compensator 130 and the spatial predictor120, respectively. Depending on the prediction mode for each macroblockassociated with an interpreted set of quantized frequency coefficients163, the symbol interpreter 115 may provide side information either to aspatial predictor 120, if spatial prediction was used during encoding,or to a motion compensator 130, if temporal prediction was used duringencoding. The side information 161 and 165 may comprise prediction modeinformation and/or motion vector information, for example.

In order to increase processing efficiency, a CPU 114 may be coupled tothe symbol interpreter 115 to coordinate the interpreting process foreach macroblock within the bitstream 104. In addition, the symbolinterpreter 115 may be coupled to a context memory block 110. Thecontext memory block 110 may be adapted to store a plurality of contextsthat may be utilized for interpreting the CABAC and/or CAVLC-encodedbitstream. The context memory 110 may be another portion of the samememory system as the code buffer 405, or a portion of another memorysystem, for example.

After interpreting by the symbol interpreter 115, sets of quantizedfrequency coefficients 163 may be communicated to the ISQDCT 125. TheISQDCT 125 may comprise suitable circuitry, logic and/or code and may beadapted to generate the prediction error E 171 from a set of quantizedfrequency coefficients received from the symbol interpreter 115. Forexample, the ISQDCT 125 may be adapted to transform the quantizedfrequency coefficients 163 back to spatial domain using an inversetransform. After the prediction error E 171 is generated, it may becommunicated to the reconstructor 135.

The spatial predictor 120 and the motion compensator 130 may comprisesuitable circuitry, logic and/or code and may be adapted to generateprediction pixels 169 and 173, respectively, utilizing side informationreceived from the symbol interpreter 115. For example, the spatialpredictor 120 may generate the prediction pixels P 169 for spatiallypredicted macroblocks, while the motion compensator 130 may generateprediction pixels P 173 for temporally predicted macroblocks. Theprediction pixels P 173 may comprise prediction pixels P₀ and P₁, forexample, associated with motion compensation vectors in frames/fieldsneighboring a current frame/field. The motion compensator 130 mayretrieve the prediction pixels P₀ and P₁ from the picture buffer 150 viathe connection 177. The picture buffer 150 may store previously decodedframes or fields.

The reconstructor 135 may comprise suitable circuitry, logic and/or codeand may be adapted to receive the prediction error E 171 from the ISQDCT125, as well as the prediction pixels 173 and 169 from either the motioncompensator 130 or the spatial predictor 120, respectively. The pixelreconstructor 135 may then reconstruct a macroblock 175 from theprediction error 171 and the side information 169 or 173. Thereconstructed macroblock 175 may then be communicated to a deblocker140, within the decoder 100.

If the spatial predictor 120 is utilized for generating predictionpixels, reconstructed macroblocks may be communicated back from thereconstructor 135 to the spatial predictor 120. In this way, the spatialpredictor 120 may utilize pixel information along a left, a corner or atop border with a neighboring macroblock to obtain pixel estimationwithin a current macroblock.

The deblocker 140 may comprise suitable circuitry, logic and/or code andmay be adapted to filter the reconstructed macroblock 175 received fromthe reconstructor 135 to reduce artifacts in the decoded video stream.

During encoding of a video stream, prediction error information may betransformed to quantized frequency coefficients utilizing a discretecosine transformation, for example. During the transformation andcompression process within a video encoder, certain information withinthe quantized frequency coefficients may be lost. As a result, afterquantized frequency coefficients are transformed back to predictionerror information and a macroblock is reconstructed utilizing thegenerated prediction error information and prediction pixelsinformation, certain artifacts may appear in the decoded video stream.For example, transform blockiness may appear in the decoded videostream. Transform blockiness effect may be associated with missing pixelinformation along one or more borders between neighboring macroblocks.

After receiving a reconstructed macroblock 175 from the reconstructor135, the deblocker 140 may filter the reconstructed macroblock so as tomitigate the transform blockiness effect. In one aspect of theinvention, the deblocker 140 may comprise a filter adapted to reduce theamount of missing pixel information along one or more borders betweenneighboring macroblocks. For example, the deblocker 140 may smoothpixels at the edge of a macroblock to prevent the appearance ofblocking. The deblocked macroblocks may be communicated via theconnection 179 to the picture buffer 150.

Certain information related to the side information 161 and 165, as wellas information related to the quantized frequency coefficients 163, maybe communicated by the symbol interpreter 115 to the deblocker 140 viathe connection 167. For example, the symbol interpreter 115 may informthe deblocker 140 that a current macroblock does not have any quantizedfrequency coefficients, and, therefore, no prediction error informationmay be associated with the current macroblock. In this regard, since thecurrent macroblock may be characterized by good prediction informationwithout any prediction error, the deblocker 140 may skip deblocking thecurrent macroblock.

The picture buffer 150 may be adapted to store one or more decodedpictures comprising deblocked macroblocks received from the deblocker140 and to communicate one or more decoded pictures to the displayengine 145 and to the motion compensator 130. In addition, the picturebuffer 150 may communicate a previously decoded picture back to thedeblocker 140 so that the deblocker may deblock a current macroblockwithin a current picture.

A decoded picture buffered in the picture buffer 150 may be communicatedvia the connection 181 to a display engine 145. The display engine maythen output a decoded video stream 183. The decoded video stream 183 maybe communicated to a video display, for example. The display engine 145may comprise a scaler 146, which may be adapted to transform the scalingratio of a decoded video signal prior to output to a video display, forexample.

If the motion compensator 130 is used for temporal prediction of acurrent macroblock within a current picture, the picture buffer 150 maycommunicate previously decoded reference picture information to themotion compensator 130 via the connection 177. The previous pictureinformation may be required by the motion compensator 130 to temporallypredict a current macroblock within a current picture.

In another aspect of the invention, the symbol interpreter 115, thespatial predictor 120, the ISQDCT 125, the motion compensator 130, thereconstructor 135, the deblocker 140, and the display engine 145, may behardware accelerators under a control of a CPU, such as CPU 414, forexample.

In yet another aspect of the invention, buffering may be used prior tosymbol interpreting so that the proper length of the elementary videostream may be communicated to a symbol interpreter. In this regard, acode buffer 105 may buffer the encoded video stream 104 prior to symbolinterpretation. After the encoded video stream 104 is buffered, it maybe communicated to the symbol interpreter 115 for symbol interpretation.

The symbol interpreter 115 may generate the plurality of quantizedfrequency coefficients from the encoded video stream. The video stream104 received by the symbol interpreter 115 may be encoded utilizingCAVLC and/or CABAC. In this regard, the symbol interpreter 115 maycomprise a CAVLC interpreter and a CABAC interpreter, for example, whichmay be adapted to interpret CAVLC and/or CABAC-encoded symbols,respectively. After symbol interpretation, the symbol interpreter maycommunicate quantized frequency coefficients 163 to the ISQDCT 125, andside information 165 and 161 to the spatial predictor 120 and the motioncompensator 130, respectively.

In instances where the encoded video stream 104 comprises temporalprediction mode information, the motion compensator 120 may generate aplurality of temporal prediction pixels 173. In instances where theencoded video stream 104 comprises spatial prediction mode information,the spatial predictor 120 may generate a plurality of spatial predictionpixels 169. The motion compensator 130 may be adapted to receive sideinformation 161 from the symbol interpreter 115. The side information161 may comprise macroblock partition information, macroblock codingdirection information, as well as motion vectors information. Forexample, the macroblock partition information may correspond to a 16×8,8×16, 8×8, 4×8, 8×4, and/or a 4×4 partition. In addition, the sideinformation 161 may comprise macroblock coding information. Macroblockcoding information within the side information 161 may indicate whetherbi-directional coding, for example, was used to encode the macroblocks.

The motion vector information within the side information 161 maycomprise motion vector weight information and frame/field durationinformation. After the side information 161 is communicated to themotion compensator 130, the motion compensator 130 may generate aplurality of temporal prediction pixels. In instances wherebi-directional coding was used to encode macroblocks, two predictionblocks, with corresponding motion vector weight information, frame/filedduration information and motion vector information, may be utilized topredict each of the plurality of temporal prediction pixels.

The spatial predictor 120 may be adapted to receive side information 165from the symbol interpreter 115. The side information 165 may comprise aprediction mode information related to a prediction mode used duringspatial prediction. For example, the prediction mode information maycomprise a 16×16, an 8×8 or a 4×4 mode information, indicating the sizeof the macroblock partition used during prediction of the predictionpixels. After receiving the side information 165, the spatial predictor120 may generate a plurality of spatial prediction pixels. The spatialpredictor 120 and the motion compensator 130 may be selected dependingon the prediction mode information within the encoded video streamreceived by the symbol interpreter 115.

The inverse scanner, quantizer and transformer (ISQDCT) 125 may beadapted to receive a plurality of quantized frequency coefficients andgenerate a prediction error. More specifically, the ISQDCT 125 maygenerate a prediction error 171 from a plurality of quantized frequencycoefficients 163 generated by the symbol interpreter 115 from theencoded video stream 104. After the ISQDCT 125 generates the predictionerror 171, the prediction error 171 may be communicated to thereconstructor 135. The reconstructor 135 may also be adapted to receiveprediction pixels from either the spatial predictor 120 or the motioncompensator 130. For example, the reconstructor 135 may receivespatially predicted pixels 169 or temporally predicted pixels 173. Thereconstructor 135 may generate a current macroblock 175 using theprediction error 171 and spatially predicted pixels 169 or temporallypredicted pixels 173. In this regard, the reconstructor 135 may generatea macroblock from a plurality of temporal or spatial prediction pixelsbased on a generated plurality of prediction errors.

After generating a decoded macroblock, 175, the macroblock may becommunicated to the deblocker 140. The deblocker 140 may deblock thegenerated macroblock 175 and mitigate the effects of transformblockiness, for example. The deblocked macroblock may then be bufferedby the picture buffer 150. Buffered macroblock information may besubsequently utilized by the motion compensator 130, the deblocker 140and/or the display engine 145.

In one aspect of the invention the code buffer 105, the context memoryblock 110 and the picture buffer 150 within the memory core 102 may beintegrated on a single chip together with the video decoder core 103. Inthis manner, both the decoder core 103 and the memory core 102 may beintegrated on a single chip. However, other implementations may also becontemplated with regard to the present invention. For example, thememory core 102 may be implemented off-chip as a DRAM, for example. Inaddition, the code buffer 105, the context memory block 110 and thepicture buffer 150 may be implemented separately or within a singleoff-chip memory.

FIG. 2A illustrates a block diagram of an exemplary M-tap filter 201that may be utilized within a scaler in a video decoder, in accordancewith an embodiment of the present invention. The scaler may be, forexample, the scaler 146 of FIG. 1. Referring to FIG. 2A, the M-tapfilter 201 may receive M number of input pixels, x₀ through x_((M-1)),and may be adapted to generate a single output pixel y₀ from thereceived M number of input pixels. In addition, one or more filters,such as the M-tap filter 201, may be utilized within the scaler 146 ofFIG. 1.

In operation, the M-tap filter 201 may generate the output pixel y₀utilizing M number of filter coefficients, f₀ through f_((M-1)). Thefilter coefficients f₀ through f_((M-1)) may correspond to input pixelsx₀ through x_((M-1)), respectively. In this way, the output pixel y₀ maybe determined as follows:y ₀ =x ₀ f ₀ +x ₁ f ₁ + . . . +x _((M-1)) f _((M-1))

FIG. 2B illustrates a block diagram of an exemplary 5-tap filter adaptedto filter replicated input pixels, in accordance with an embodiment ofthe invention. Referring to FIG. 2B, the 5-tap filter 203 may beutilized to filter a plurality of input pixels, x₀ through x_((M-1)), toobtain a plurality of output pixels during scaling.

In an embodiment of the present invention, the center of the 5-tapfilter 203 may be aligned with a first input pixel x₀. In this way,pixels x₀ through x₂ may be used by the 5-tap filter 203. However, twoadditional input pixel positions to the left of input pixel x₀ may alsobe required in order to generate the output pixel y₀. The two additionalinput pixels may be selected by replicating the first input pixel x₀. Inthis way, the input pixel x₀ may be used three times in the followingcalculation of the output pixel y₀:y ₀ =x ₀ f ₀ +x ₀ f ₁ +x ₀ f ₂ +x ₁ f ₃ +x ₂ f ₄

In another embodiment of the present invention, the 5-tap filter 203 maybe utilized to filter decoded replicated input pixels and to generateone or more output pixels within a scaler. For example, the 5-tap filter203 may be utilized within the scaler 146 of FIG. 1.

FIG. 2C illustrates a block diagram of an exemplary 5-tap filter adaptedto filter mirrored input pixels, in accordance with an embodiment of theinvention. Referring to FIG. 2C, the 5-tap filter 205 may be utilized tofilter a plurality of input pixels, x₀ through x_((M-1)), to obtain aplurality of output pixels during scaling.

In another embodiment of the present invention, the center of the 5-tapfilter 205 may be aligned with a first input pixel x₀. In this way, the5-tap filter 205 may use pixels x0 through x₂. However, two additionalinput pixel positions to the left of input pixel x₀ may also be used togenerate the output pixel y₀. The two additional input pixels may beselected by mirroring the first two input pixels, x₀ and x₁. In thisway, each of the input pixels x₀ and x₁ may be used two times in thefollowing calculation of the output pixel y₀:y ₀ =x ₁ f ₀ +x ₀ f ₁ +x ₀ f ₂ +x ₁ f ₃ +x ₂ f ₄

In yet another embodiment of the present invention, the 5-tap filter 205may be utilized to filter decoded mirrored input pixels and to generateone or more output pixels within a scaler. For example, the 5-tap filter205 may be utilized within the scaler 146 of FIG. 1.

FIG. 2D illustrates a block diagram of exemplary output pixel generationfor 1:2 scaling ratio utilizing a 5-tap filter, in accordance with anembodiment of the invention. Referring to FIG. 2D, a 5-tap filter 207may be utilized to filter a plurality of input pixels x₀ throughx_((M-1)) with a scaling ratio 1:2. For a 1:2 scaling ratio, the 5-tapfilter 207 may generate two output pixels for each input pixel. Forexample, output pixels y₀ and y₁ may correspond to the input pixel x₀.Since the filter 207 is a 5-tap filter, mirroring or replicating may beapplied in order to generate two additional input pixels to the left ofinput pixel x₀, when the filter 207 is centered on input pixel x₀.

During output pixel generation, the 5-tap filter may “slide” along theinput pixels and two corresponding output pixels may be generated foreach input pixel. For example, the 5-tap filter 209 may be centered atinput pixel x₃. Corresponding output pixels y₆ and y₇ may be generatedutilizing input pixels x₁ through x₅.

In an embodiment of the present invention, an increment value table anda filter coefficient table may be utilized to simplify the scalingprocess and improve scaling accuracy and efficiency. Referring again toFIG. 2D, as filter 207 “slides” along the input pixels, an incrementvalue IncN may be utilized to determine which input pixels may be usedto generate the corresponding two output pixels. In this way, incrementvalue IncN₀ may indicate that input pixels {x₀; x₀; x₀; x₁; x₂} may beused to generate output pixels y₀ and y₁. Similarly, with regard tofilter 209, IncN₃ may indicate that input pixels {x₁; x₂; x₃; x₄; x₅}may be used to generate output pixels y₆ and y₇.

Corresponding filter coefficients used in the calculation of each of y₀,y₁, y₆ and y₇, may be obtained from a filter coefficient table. Forexample, output pixels y₀ and y₁ may be calculated using the same inputpixels {x₀; x₀; x₀; x₁; x₂} but with different filter coefficients. Morespecifically, y₀ and y₁ may be calculated as follows:y ₀ =x ₀ f ₀₁ +x ₀ f ₀₂ +x ₀ f ₀₃ +x ₁ f ₀₄ +x ₂ f ₀₅; andy ₁ =x ₀ f ₁₁ +x ₀ f ₁₂ +x ₀ f ₁₃ +x ₁ f ₁₄ +x ₂ f ₁₅

Each of the filter coefficients may be represented in the formf_((N-1)T), where (N-1) may correspond to the total number of phases foreach set of output pixels, and T may correspond to the total number oftaps for the scaling filter, as further explained below with regard toFIG. 3A.

In another embodiment of the present invention, an increment value tableand a filtering coefficient table may be determined prior to any scalingof input pixels. In addition, an increment value table and a filtercoefficient table may also be generated on the fly, during scaling.Since the increment values and the filter coefficients may be related tothe scaling ratio, each time the scaling ratio changes within a scaler,the increment value table and the filter coefficient table may beupdated.

Although a 5-tap filter may be utilized during scaling with a scalingratio of 1:2, the invention is not limited in this manner. Otherfilters/scalers with a different number of inputs and/or taps may beutilized. In addition, a more general scaling ratio of M:N may beutilized so that any tap filter may be used to scale M number of inputpixels into N number of output pixels. Therefore, filter coefficienttables and increment value tables may be generated for each scalingratio and corresponding filter coefficients and increment values may beused to generate the N number of output pixels from the M number ofinput pixels. For each M:N scaling ratio, the number of output pixels Nmay also correspond to a number of phases for the output pixels. Forexample, for a scaling ratio of 1:2, or N=2, there may be two phaseswithin the output pixels. In other words, there may be two output pixelscorresponding to each input pixel. Similarly, for an M:N scaling ratio,there may be a total of N phases within the output pixels, or a total Nnumber of output pixels corresponding to M number of input pixels.

In another embodiment of the present invention, the 5-tap filter 207 maybe utilized to filter decoded pixels replicated input pixels and togenerate one or more output pixels within a scaler where a 1:2 scalingratio may be required. However, the 5-tap filter 207 may be utilizedwithin a scaler where a different scaling ratio may be required. Inaddition, a filter with different number of taps may also be utilizedwithin such scaler. For example, the 5-tap filter 207 may be utilizedwithin the scaler 146 of FIG. 1 to generate one or more output pixels.

FIG. 3A illustrates an exemplary filter coefficient table 300 that maybe utilized in accordance with an embodiment of the present invention.Referring to FIG. 3A, filter coefficients f₀₁ through f_((N-1)T) may beused during scaling, where a T-tap filter is utilized to generate outputpixels with N number of phases. In this way, the filter coefficienttable 300 may be used to calculate the T-tap filter outputs for anyscaling ratio of M:N and for any number of taps used, up to a total of Tnumber of taps. The filter coefficient table 300 may be predetermined,for example, or it may be updated on the fly if the applicable scalingratio M:N changes.

In an embodiment of the present invention, the filter coefficients maybe determined on the fly for any arbitrary scaling factor. The filtercoefficients may be generated by sampling a sine function. A scalingratio of M:N and T taps may be utilized with a set of inputs. The filtermay as a result consist of N phases for T taps, or N*T coefficients,which may be represented byf_((N-1)T)=Filter[N][T]

Based on N and T, a sine function may be sampled at an appropriatefrequency to yield the associated number of coefficients. A windowedversion of a sine function may be utilized, where the windowing mayprovide smoothing to the sine function.

$\begin{matrix}{{SINC\_ function} = {{{SINC}\left( {j - {\frac{M}{N}i}} \right)} \cdot {window}}} \\{= {\frac{{\sin\left( {j - {\frac{M}{N}i}} \right)}*\pi}{\left( {j - {\frac{M}{N}i}} \right)*\pi} \cdot {window}}}\end{matrix}$where, j=0, . . . , T−1, and i=0, . . . , N−1.

The resulting filters may be ordered based on phase. However, in a realscaling operation, each output pixel may be generated in an order thatmay be different from the sequential phase ordering. FIG. 3B illustratesan exemplary 2:3 scaling 320, in accordance with an embodiment of thepresent invention. Referring to FIG. 3B, it shows the output ordering,pixels y0, y1, y2, y3, y4, . . . , may have a phase ordering of 0, 2, 1,0, 2, 1, . . . . To further reduce implementation complexity, thefilters and table increments associated with the filter may bere-ordered based on the output ordering rather than phase ordering. Thismay be accomplished by utilizing a N-entry mapping table of output pixelposition and phase.

The resulting function may then be sampled based on the number of tapsneeded. The sine function may be calculated and sampled on the spot.

Referring again to FIG. 1, a filter coefficient table, such as thefilter coefficient table 300 of FIG. 3A, may be utilized in accordancewith the scaler 146 within the decoder 100. For example, the filtercoefficient table 300 may be utilized to calculate T-tap filter outputsof filters within the scaler 146 for any scaling ratio of M:N and forany number of taps used, up to a total of T number of taps per filter.

FIG. 3C illustrates an exemplary increment value table 310 that may beutilized in accordance with an embodiment of the present invention. Theincrement value table 310 may comprise a plurality of values a₀ througha_(N-1), corresponding to a plurality of output pixels y₀ throughy_((N-1)), respectively. Each of the increment values a_(i), mayindicate which input pixels may be used to generate the correspondingoutput pixel y_(i).

In an embodiment of the present invention, each increment value a_(i)within the increment value table 310 may be used to indicate how manyinput pixels from a previous output pixel calculation may be re-selectedand how many input pixels from the same previous pixel calculation maybe de-selected.

Referring again to FIG. 1, an increment value table, such as theincrement value table 310 FIG. 3C, may be utilized in accordance withthe scaler 146 within the decoder 100. For example, the increment valuetable 310 may be utilized to indicate how many input pixels within thescaler 146 from a previous output pixel calculation may be re-selectedand how many input pixels from the same previous pixel calculation maybe de-selected during deblocking within the scaler 146.

FIG. 4A illustrates a flow diagram of an exemplary method 400 forprocessing a plurality of pixels, in accordance with an embodiment ofthe present invention. Referring to FIG. 4A, at 401, an increment valuetable and a filter coefficient table may be generated. The incrementvalue table and the filter coefficient table may be either pre-computedand stored for all desired scaling factors, or they may be generated onthe fly based on a current desired scaling factor, or a combination ofthe above two approaches. In this way, storage capacity within a decodermay be increased, while numerous scaling factors may be supported. Inaddition, customized filters may be used for improved picture quality.At 403, input pixels may be mirrored or replicated with enough pixels sothat a filter may be applied when the center of the filter is alignedwith the original pixel positions. At 405, the output pixels may begenerated.

FIG. 4B illustrates a flow diagram of an exemplary method 410 forgenerating filter coefficients, in accordance with an embodiment of thepresent invention. Referring to FIG. 4B, at 411, a sine function may begenerated based on an arbitrary scaling ratio M:N. The generated sinefunction may then be sampled based on the number of taps T to determinethe filter coefficients. The method 410 may be performed on the fly.

In another embodiment of the present invention, a picture may be scaledindependently in a horizontal and/or a vertical direction. Referringagain to FIG. 1, to scale a line of x pixels into y pixels with ascaling factor of M to N, the display engine 145 may be adapted toperform the following exemplary operations indicated by the followingpseudo code:

for (i=0; i<x/N; i++) { for (j=0; j<N; j++) { p = filter[j]; *output =0; for(k=0; k<T; k++) { *output += p[k] *input[k]; } input += inc[j];output ++; } } for (i=0; i<x%N; i++) { for (j=0; j<N; j++) { p =filter[j]; *output = 0; for(k=0; k<T; k++) { *output += p[k] *input[k];} input += inc[j]; output ++; } }

FIG. 5 illustrates a block diagram of an exemplary video signalprocessing system 500 that may be utilized in accordance with anembodiment of the invention. Referring to FIG. 5, the video signalprocessing system 500 may comprise a video signal source 507, acommunication device 501 and a display 504. The communication device 501may comprise, for example, a set top box, a desktop computer, a notebookcomputer, a handheld computer such as, for example, a PDA, a cellulartelephone, or the like, or a combination thereof.

The video signal source 507 may comprise a video encoder and may beadapted to generate an elementary video stream 505. The video signalsource 507 may utilize one or more video encoding standards, such asMPEG-4, for example, and may be implemented as a video head end, forexample. The video signal source 507 may communicate the elementaryvideo stream 505 to the communication device 501 for further processing,including decoding of the elementary video stream 505. The video signalsource 507 may be connected to the communication device 501 via a wiredand/or a wireless connection.

The communication device 501 may comprise suitable circuitry, logicand/or code and may be adapted to process an elementary video stream505. For example, the communication device 501 may comprise a decoder502 and may be adapted to decode the elementary video signal 505 togenerate a decoded video signal 506. The communication device 501, whenimplemented as a set top box, may be implemented as a cable set top box,a satellite receiver box and/or a digital antenna tuner, for example.

In one aspect of the invention, the communication device 501 maycomprise a decoder 502, such as the decoder 100 of FIG. 1. The decoder502 may be adapted to decode the elementary video stream 505 and todeblock decoded macroblocks within the decoded video stream. Forexample, the decoder 502 may comprise a scaler 503, such as the scaler146 of FIG. 1. The scaler 503 may be adapted to scale a decoded videostream utilizing a determined scaling ratio prior to communicating thedecoded signal to the display 504.

After the elementary video stream 505 is decoded, the decoded videosignal 506 may be communicated to a display 504 for further processing.The display 504 may be implemented within a television or computermonitor, or integrated with the communication device 501 itself, forexample, and may be adapted to display the decoded video signal 506.

FIG. 6 illustrates an exemplary computer system 600, in accordance withan embodiment of the present invention. The computer system 600 maycomprise a central processing unit (CPU) 11 and a computer system core40. The computer system core 40 may comprise a random access memory(RAM) 13, a read only memory (ROM) 12, an input/output (I/O) adapter 30,a user interface adapter 20, a communications adapter 19, and a displayadapter 23. One or more elements of the computer system core 40 may beimplemented on a single chip. The CPU 11 may comprise a processorintegrated outside the computer system core 40. For example, the CPU 11may be integrated as a host processor outside the computer system core40.

The I/O adapter 30 may connect to a bus 24 peripheral devices, such ashard disk drives 14, magnetic disk drives 15 for reading removablemagnetic disks 16, and/or optical disk drives 21 for reading removableoptical disks 17, such as a compact disk or a digital versatile disk.The user interface adapter 20 may connect to the bus 24 devices such asa keyboard 25, a mouse 28 having a plurality of buttons 29, a speaker27, a microphone 26, and/or other user interface devices, such as atouch screen device (not shown). The communications adapter 19 mayconnect the computer system 500 to a data processing network 18. Thedisplay adapter 23 may connect a monitor 22 to the bus 24.

In one aspect of the invention, a scaler within a decoder, such as thescaler 146 within the decoder 100 of FIG. 1, may be implemented as acomputer system, such as the computer system 600 of FIG. 6. The computersystem 600 may be utilized for processing a plurality of pixels. Forexample, the CPU 11 may acquire a plurality of increment values thatcorrespond to a plurality of output pixels from an increment valuetable. The CPU 11 may also acquire a plurality of filter coefficientsthat correspond to the plurality of output pixels from a filtercoefficient table. The CPU 11 may then generate the plurality of outputpixels utilizing the plurality of increment values acquired from theincrement value table and the plurality of filter coefficients acquiredfrom the filter coefficient table. The CPU 11 may filter the pluralityof pixels utilizing the acquired plurality of increment values and theacquired plurality of filter coefficients. The CPU 11 may generate theincrement value table and the filter coefficient table. Pre-determinedincrement value tables and filter coefficient tables may be stored inROM 12 and subsequently moved to RAM 13.

The generation of the increment value table and the filter coefficienttable may occur during the generation of the output pixels. Theincrement value table and the filter coefficient table may be generatedprior to the generation of the output pixels. Phase information withineach of the acquired plurality of filter coefficients may correspond toa scaling ratio value. If the scaling ratio value changes, the CPU 11may update the increment value table and the filter coefficient table.The CPU 11 may select at least a portion of the plurality of pixels forthe estimation utilizing at least one of the acquired plurality ofincrement values. If the selected portion of the plurality of pixels isinsufficient for the estimation, the CPU 11 may mirror and/or replicateat least one pixel from the plurality of pixels.

An exemplary embodiment of the invention may be implemented as sets ofinstructions resident in the RAM 13 of one or more computer systems 600configured generally as described in FIG. 6. Until required by thecomputer system 600, the sets of instructions may be stored in anothercomputer readable memory, for example on a hard disk drive 14, or in aremovable media or other memory, such as an optical disk 17 for eventualuse in an optical disk drive 21, or in a magnetic disk 16 for eventualuse in a magnetic disk drive 15. The physical storage of the sets ofinstructions may physically change the medium upon which it is storedelectrically, magnetically, or chemically, so that the medium carriescomputer readable information.

Accordingly, aspects of the present invention may be realized inhardware, software, firmware and/or a combination thereof. The presentinvention may be realized in a centralized fashion in at least onecomputer system, or in a distributed fashion where different elementsare spread across several interconnected computer systems. Any kind ofcomputer system or other apparatus adapted for carrying out the methodsdescribed herein may be suitable. A typical combination of hardware andsoftware may be a general-purpose computer system with a computerprogram that, when being loaded and executed, controls the computersystem to carry out the methods described herein.

One embodiment of the present invention may be implemented as a boardlevel product, as a single chip, application specific integrated circuit(ASIC), or with varying levels integrated on a single chip with otherportions of the system as separate components. The degree of integrationof the system will primarily be determined by speed and costconsiderations. Because of the sophisticated nature of modem processors,it is possible to utilize a commercially available processor, which maybe implemented external to an ASIC implementation of the present system.Alternatively, if the processor is available as an ASIC core or logicblock, then the commercially available processor may be implemented aspart of an ASIC device with various functions implemented as firmware.

The present invention may also be embedded in a computer program productcomprising all of the features enabling implementation of the methodsdescribed herein which when loaded in a computer system is adapted tocarry out these methods. Computer program in the present context meansany expression, in any language, code or notation, of a set ofinstructions intended to cause a system having information processingcapability to perform a particular function either directly or aftereither or both of the following: a) conversion to another language, codeor notation; and b) reproduction in a different material form.

While the present invention has been described with reference to certainembodiments, it will be understood by those skilled in the art thatvarious changes may be made and equivalents may be substituted withoutdeparting from the scope of the present invention. In addition, manymodifications may be made to adapt a particular situation or material tothe teachings of the present invention without departing from its scope.Therefore, it is intended that the present invention not be limited tothe particular embodiment disclosed, but that the present invention willinclude all embodiments falling within the scope of the appended claims.

What is claimed is:
 1. A method that processes a plurality of pixels,the method comprising: acquiring a scaling factor associated with aplurality of output pixels; and generating filter coefficients thatcorrespond to the plurality of output pixels during the generation ofthe plurality of output pixels, wherein the generating filtercoefficients is performed by a processor, wherein the generating filtercoefficients that correspond to the plurality of output pixels occursduring scaling of the plurality of output pixels, and further whereinthe generating filter coefficients that correspond to the plurality ofoutput pixels occurs during processing of a multi-tap filter.
 2. Themethod according to claim 1 further comprising generating the pluralityof output pixels utilizing the plurality of pixels.
 3. The methodaccording to claim 2 further comprising filtering the plurality ofpixels utilizing the generated filter coefficients.
 4. The methodaccording to claim 1 wherein the plurality of pixels comprise videodata.
 5. A system that processes a plurality of pixels, the systemcomprising: at least one processor capable of acquiring a scaling factorassociated with a plurality of output pixels; and the at least oneprocessor capable of generating filter coefficients that correspond tothe plurality of output pixels during the generation of the plurality ofoutput pixels, wherein the generating filter coefficients thatcorrespond to the plurality of output pixels occurs during scaling, andfurther wherein the generating filter coefficients that correspond tothe plurality of output pixels occurs during processing of a multi-tapfilter.
 6. The system according to claim 5 further comprising the atleast one processor capable of generating the plurality of output pixelsutilizing the plurality of pixels.
 7. The system according to claim 5further comprising the at least one processor capable of filtering theplurality of pixels utilizing the generated filter coefficients.
 8. Anon-transitory machine-readable storage having stored thereon, acomputer program having at least one code section that processes aplurality of pixels, the at least one code section being executable by amachine for causing the machine to perform steps comprising: acquiring ascaling factor associated with a plurality of output pixels; andgenerating filter coefficients that correspond to the plurality ofoutput pixels during the generation of the plurality of output pixels,wherein the generating filter coefficients that correspond to theplurality of output pixels occurs during scaling and after decoding, andfurther wherein the generating filter coefficients that correspond tothe plurality of output pixels occurs during processing of a multi-tapfilter.
 9. The method according to claim 1 wherein the generating filtercoefficients that correspond to the plurality of output pixels occursduring deblocking.
 10. The method according to claim 1 wherein thegenerating filter coefficients that correspond to the plurality ofoutput pixels occurs after decoding.
 11. The method according to claim 1wherein a filter coefficient table is updated when a scaling ratiochanges during scaling.
 12. The system according to claim 5 wherein thegenerating filter coefficients that correspond to the plurality ofoutput pixels occurs after decoding.
 13. The system according to claim 5wherein a filter coefficient table is updated when a scaling ratiochanges during scaling.
 14. The machine-readable storage according toclaim 8 wherein a filter coefficient table is updated when a scalingratio changes during scaling.
 15. The method according to claim 1wherein the generating filter coefficients that correspond to theplurality of output pixels occurs during processing of a multi-tap sincfunction.
 16. The system according to claim 5 wherein the generatingfilter coefficients that correspond to the plurality of output pixelsoccurs during processing of a multi-tap sinc function.
 17. Themachine-readable storage according to claim 8 wherein the generatingfilter coefficients that correspond to the plurality of output pixelsoccurs during processing of a multi-tap sinc function.